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Fast and Flexible Successive-Cancellation List Decoders for Polar Codes

机译:用于极性码的快速且灵活的连续 - 消除列表解码器

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摘要

Polar codes have gained significant amount of attention during the past fewyears and have been selected as a coding scheme for the next generation ofmobile broadband standard. Among decoding schemes, successive-cancellation list(SCL) decoding provides a reasonable trade-off between the error-correctionperformance and hardware implementation complexity when used to decode polarcodes, at the cost of limited throughput. The simplified SCL (SSCL) and itsextension SSCL-SPC increase the speed of decoding by removing redundantcalculations when encountering particular information and frozen bit patterns(rate one and single parity check codes), while keeping the error-correctionperformance unaltered. In this paper, we improve SSCL and SSCL-SPC by provingthat the list size imposes a specific number of bit estimations required todecode rate one and single parity check codes. Thus, the number of estimationscan be limited while guaranteeing exactly the same error-correction performanceas if all bits of the code were estimated. We call the new decoding algorithmsFast-SSCL and Fast-SSCL-SPC. Moreover, we show that the number of bitestimations in a practical application can be tuned to achieve desirable speed,while keeping the error-correction performance almost unchanged. Hardwarearchitectures implementing both algorithms are then described and implemented:it is shown that our design can achieve 1.86 Gb/s throughput, higher than thebest state-of-the-art decoders.
机译:在过去的几年中,极地码已经引起了广泛的关注,并已被选为下一代移动宽带标准的编码方案。在解码方案中,连续取消列表(SCL)解码在用于解码极码时会在纠错性能和硬件实现复杂性之间提供合理的折衷,但代价是吞吐量有限。简化的SCL(SSCL)及其扩展SSCL-SPC通过在遇到特定信息和冻结的位模式(速率为一个和单个奇偶校验码)时消除冗余计算,从而提高了解码速度,同时又保持了纠错性能不变。在本文中,我们通过证明列表大小强加了特定数量的比特估计来解码速率一和单个奇偶校验码,从而改进了SSCL和SSCL-SPC。因此,在保证与估计代码的所有位完全相同的纠错性能的同时,可以限制估计的数量。我们将新的解码算法称为Fast-SSCL和Fast-SSCL-SPC。此外,我们表明,在实际应用中,可以调整位估计的数量以达到理想的速度,同时保持纠错性能几乎不变。然后描述并实现了同时实现这两种算法的硬件体系结构:表明我们的设计可以实现1.86 Gb / s的吞吐量,比最佳的最新解码器要高。

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